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Abstract: We describe an object oriented sparse matrix library in C++ built upon the Level 3 Sparse BLAS proposal [5] for portability and performance across a wide class of machine architectures. The C++ library includes algorithms for various iterative methods and supports the most common sparse data storage formats used in practice. Besides simplifying the subroutine interface, the object oriented design allows the same driving code to be used for various sparse matrix formats, thus addressing many of... (Update)
Context of citations to this paper: More
.... overloading, and so forth so that the user can implement an algorithm or a library in a natural way (see, e.g. SparseLib and IML [8]) Such an approach will (by design) hide computational costs from the user and degrade performance. One approach to providing performance...
...and is solved using backward Euler. The experimental code for CCG was written in C , using the CG module from the IML class library [2]. Although IML was developed for solving linear systems of equations, by using it with a waveform class and by overloading the appropriate...
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BibTeX entry: (Update)
J. J. Dongarra, A. Lumsdaine, Xinhiu Niu, Roldan Pozo, Karin Remington, A Sparse Matrix Library in C++ for High Performance Architectures, Proceedings of the Object Oriented Numerics Conference, Sunriver, Oregon, April 1994. http://citeseer.ist.psu.edu/dongarra94sparse.html More
@inproceedings{ dongarra94sparse,
author = "J. Dongarra and A. Lumsdaine and X. Niu and R. Pozo and K. Remington",
title = "A Sparse Matrix Library in {C++} For High Performance Architectures",
pages = "214--218",
year = "1994",
url = "citeseer.ist.psu.edu/dongarra94sparse.html" }
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19 A Proposal for User Level Sparse BLAS - Duff, Marrone et al. - 1992
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3 CERFACS Technical Report TR/PA (context) - Heroux, for et al. - 1992
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